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        "description": "# Library to the Toolbox for Interpretability Comparison\n\n[![Build Status](https://travis-ci.org/tommartensen/tic.svg?branch=master)](https://travis-ci.org/tommartensen/tic)\n![PyPI](https://img.shields.io/pypi/v/tic)\n\n* Free software: MIT license\n* Documentation: https://tommartensen.de/tic.\n\n## Features\n\n* Interface to create interpretations as:\n  * direct extraction of feature importances, e.g. from coefficients\n  * global feature importances from surrogate models\n  * local and global explanations from [Local Interpretable Model Explanations (LIME)](https://github.com/marcotcr/lime)\n  * local and global explanations from [SHAP](https://github.com/slundberg/shap)\n\n\n# History\n\n## 0.1.0 (2019-10-04)\n\n* Package skeleton\n\n## 0.2.0 (2019-10-08)\n\n* Feature Importance Extraction from different interpretability models:\n  * Direct feature importances\n  * Global surrogate models\n  * LIME\n  * SHAP\n* Updated documentation served [here](https://tommartensen.de/tic).\n\n\n",
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